Note that this notebook was run using Rstudio enabling both R and Python environments to be maintained throughout.
You will need to have the devtools package installed…
devtools::install_github("furlan-lab/scrubletR")
Not for the faint of heart… You can read about getting python working from within R [here] (https://rstudio.github.io/reticulate/). You can either activate your reticulate environment and use ‘pip install scrublet’ to install scrublet or try from R as below. I use conda (reluctantly) and could not get it to install from in R
library(reticulate)
py_config()
py_install("scrublet")
I had to do this in the terminal after creating a new conda environment called ‘reticulate’.
conda activate reticulate
pip install scrublet
Regardless of how you do it, you can check that it is installed using this from R. If you are successful, you will get no output.
py_run_string("import scrublet")
Failure will look something like this
py_run_string("import scrubletoops")
Ok with working R and python versions of Scrublet, let’s go over the differences. First let’s load data
suppressPackageStartupMessages({
library(viewmastRust)
library(Seurat)
library(scCustomize)
library(Matrix)
})
if(grepl("^gizmo", Sys.info()["nodename"])){
ROOT_DIR2<-"/fh/fast/furlan_s/grp/data/ddata/BM_data"
} else {
ROOT_DIR2<-"/Users/sfurlan/Library/CloudStorage/OneDrive-SharedLibraries-FredHutchinsonCancerCenter/Furlan_Lab - General/experiments/patient_marrows/aggr/cds/indy"
}
#query dataset
seuP<-readRDS(file.path(ROOT_DIR2, "220831_WC1.RDS"))
DimPlot_scCustom(seuP)
#counts_matrix<-t(seuP@assays$RNA@counts[,1:2000])
counts_matrix<-t(seuP@assays$RNA@counts)
The first step in scrublet data processing is size factor normalization. Let’s see how the normalized counts compare across the two implementations. In the next block, I have run the scrublet pipeline through normalization and saved the counts in the R environment as “py_E_obs_norm”
import numpy as np
import scrublet as scr
scrub = scr.Scrublet(r.counts_matrix)
##set params
synthetic_doublet_umi_subsampling=1.0
use_approx_neighbors=True
distance_metric='euclidean'
get_doublet_neighbor_parents=False
min_counts=3
min_cells=3
min_gene_variability_pctl=85
log_transform=False
mean_center=True,
normalize_variance=True
n_prin_comps=30
svd_solver='arpack'
verbose=True
random_state = 0
#clear data in object
scrub._E_sim = None
scrub._E_obs_norm = None
scrub._E_sim_norm = None
scrub._gene_filter = np.arange(scrub._E_obs.shape[1])
#run normalize
scr.pipeline_normalize(scrub)
#capture size factor normalized counts
r.py_E_obs_norm = scrub._E_obs_norm.data
To see how the sets of counts compare, we can similarly run scrubletR normalization and correlate a sample (n=5000) of the log transformed counts using ggplot. Unsurprisingly they are not different.
#In R
#set params
synthetic_doublet_umi_subsampling = 1.0
use_approx_neighbors = TRUE
distance_metric = 'euclidean'
get_doublet_neighbor_parents = FALSE
min_counts = 3
min_cells = 3
min_gene_variability_pctl = 85
log_transform = FALSE
mean_center = T
normalize_variance = T
n_prin_comps = 30
verbose = TRUE
#instantiate object
scr<-Scrublet$new(counts_matrix = counts_matrix)
scr$pipeline_normalize()
ix<-sample(1:length(scr$E_obs_norm@x), 5000)
ggplot(data.frame(x=log(scr$E_obs_norm@x[ix]), y = log(py_E_obs_norm[ix])), aes(x=x, y=y))+geom_point(size = 0.01)+xlab("scrubletR size-factor normalized counts")+ylab("scrublet (python) size-factor normalized counts")+theme_bw()
Next in the pipeline is to select a subset of features with the highest variable expression. The default is set to find the set of features that exhibit expression variance in the above the 85th percentile as measured using the v-statistic.
genefilter = scr.filter_genes(scrub._E_obs_norm,
min_counts=min_counts,
min_cells=min_cells,
min_vscore_pctl=min_gene_variability_pctl, show_vscore_plot=True)
## /Users/sfurlan/miniforge3_m1/envs/reticulate/lib/python3.9/site-packages/scrublet/helper_functions.py:281: UserWarning: *c* argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with *x* & *y*. Please use the *color* keyword-argument or provide a 2D array with a single row if you intend to specify the same RGB or RGBA value for all points.
## plt.scatter(np.log10(mu_gene), np.log10(FF_gene), c = [.8,.8,.8], alpha = 0.3, edgecolors=None);
## /Users/sfurlan/miniforge3_m1/envs/reticulate/lib/python3.9/site-packages/scrublet/helper_functions.py:282: UserWarning: *c* argument looks like a single numeric RGB or RGBA sequence, which should be avoided as value-mapping will have precedence in case its length matches with *x* & *y*. Please use the *color* keyword-argument or provide a 2D array with a single row if you intend to specify the same RGB or RGBA value for all points.
## plt.scatter(np.log10(mu_gene)[ix], np.log10(FF_gene)[ix], c = [0,0,0], alpha = 0.3, edgecolors=None);
v_scores, CV_eff, CV_input, gene_ix, mu_gene, FF_gene, a, b = scr.get_vscores(scrub._E_obs_norm)
r.py_vscores = v_scores
min_vscore_pctl=min_gene_variability_pctl
ix2 = v_scores>0
v_scores = v_scores[ix2]
gene_ix = gene_ix[ix2]
mu_gene = mu_gene[ix2]
FF_gene = FF_gene[ix2]
min_vscore = np.percentile(v_scores, min_vscore_pctl)
final_ix = (((scrub._E_obs_norm[:,gene_ix] >= min_counts).sum(0).A.squeeze() >= min_cells) & (v_scores >= min_vscore))
#import inspect
#lines = inspect.getsource(scr.filter_genes)
#print(lines)
V-scores are slightly different between R and python. The correlation is pretty good howewever and this likely won’t affect performance too much
#scr$pipeline_get_gene_filter()
vscores_result<-get_vscores(scr$E_obs_norm)
Vscores <- as.numeric(vscores_result$v_scores)
# ggplot(data.frame(x=log(Vscores), y = log(py_vscores)), aes(x=x, y=y))+geom_point(size = 0.01)+xlab("scrubletR vscores")+ylab("scrublet (python) vscores")+theme_bw()
df<-data.frame(vscore_R=log(Vscores), vscore_py = log(py_vscores), indices_py=1:length(Vscores) %in% (py$gene_ix+1), indices_R=1:length(Vscores) %in% vscores_result$gene_ix)
df$selected_cat<-factor(with(df, 2*indices_py + indices_R + 1))
levels(df$selected_cat)<-c("neither", "both")
#ggplot(df, aes(x=vscore_R, y=vscore_py, color = selected_cat))+geom_point(size = 0.01)+theme_bw()
gene_ix <- vscores_result$gene_ix
mu_gene <- vscores_result$mu_gene
FF_gene <- vscores_result$FF_gene
a <- vscores_result$a
b <- vscores_result$b
ix2 <- Vscores > 0
Vscores <- Vscores[ix2]
gene_ix <- gene_ix[ix2]
mu_gene <- mu_gene[ix2]
FF_gene <- FF_gene[ix2]
min_vscore_pctl=min_gene_variability_pctl
min_vscore <- quantile(Vscores, prob = min_vscore_pctl / 100)
ix <- ((colSums(scr$E_obs_norm[, gene_ix] >= min_counts) >= min_cells) & (Vscores >= min_vscore))
df$selected_R<-ix
df$selected_py<-py$final_ix
df$selected_cat<-factor(with(df, 2*selected_py + selected_R + 1))
levels(df$selected_cat)<-c("neither", "r_only", "py_only", "both")
ggplot(df, aes(x=vscore_R, y=vscore_py, color = selected_cat))+geom_point(size = 0.2)+theme_bw()
table(df$selected_cat)
##
## neither r_only py_only both
## 22149 10 5 2472
scr$pipeline_get_gene_filter(plot = TRUE)
scr$pipeline_apply_gene_filter()
sim_doublet_ratio = 2.0
synthetic_doublet_umi_subsampling = 1.0
scr$simulate_doublets(sim_doublet_ratio=sim_doublet_ratio, synthetic_doublet_umi_subsampling=synthetic_doublet_umi_subsampling)
scr$pipeline_normalize(postnorm_total=1e6)
scr.pipeline_get_gene_filter(scrub)
scr.pipeline_apply_gene_filter(scrub)
scrub.simulate_doublets(sim_doublet_ratio=scrub.sim_doublet_ratio, synthetic_doublet_umi_subsampling=synthetic_doublet_umi_subsampling)
scr.pipeline_normalize(scrub, postnorm_total=1e6)
r.py_Esimnorm = scrub._E_sim_norm
gene_filter = scrub._gene_filter
r.py_E_obs_norm = scrub._E_obs_norm
import copy
scrub_preZ = copy.deepcopy(scrub)
#Let’s umap
Here we will brind the pseudo doublets with the original count matrix and visualize using UMAP across the two implemnetations. They look similar.
library(magrittr)
rcounts<-t(rbind(scr$E_obs_norm, scr$E_sim_norm))
rownames(rcounts)<-rownames(seuP)[scr$gene_filter]
colnames(rcounts)<-1:dim(rcounts)[2]
seuR<-CreateSeuratObject(rcounts, meta.data = data.frame(celltype=c(as.character(seuP$celltype), rep("pseudodoublet", length(seuP$celltype)*2)), row.names = colnames(rcounts)))
seuR <-NormalizeData(seuR) %>% FindVariableFeatures(nfeatures = 1000) %>% ScaleData() %>% RunPCA(npcs = 50)
## Normalizing layer: counts
## Finding variable features for layer counts
## Centering and scaling data matrix
## PC_ 1
## Positive: FCN1, S100A9, S100A8, SERPINA1, CD14, VCAN, S100A12, FGL2, NCF1, CYBB
## LRRK2, LYZ, FPR1, TYMP, FGR, JAML, PLBD1, ITGB2, MPEG1, IGSF6
## SLC11A1, LILRA5, SMIM25, CLEC7A, PLXDC2, HK3, C5AR1, LILRB3, LRP1, MAFB
## Negative: HIST1H4C, MPO, IGLL1, SOX4, CALR, ALAS2, SLC4A1, SELENBP1, GYPB, HBA1
## AHSP, HBA2, HBD, TUBA1B, EPB42, HBM, SNCA, HEMGN, MYL4, SLC25A39
## CA1, HMBS, RHAG, OSBP2, MZB1, HBQ1, GYPA, ANK1, HBG1, DMTN
## PC_ 2
## Positive: GZMA, PRF1, KLRD1, GZMH, IL32, CD7, GNLY, CD247, SPON2, CCL5
## GZMM, NKG7, ARL4C, CD3E, KLRK1, CLIC3, GZMB, TBX21, LCK, LINC00861
## FGFBP2, CD2, IL2RB, CTSW, LAIR2, CST7, CCL4, SLFN5, KLRB1, SYNE2
## Negative: AHSP, BLVRB, HBM, HBD, ALAS2, CD36, GYPB, SELENBP1, SLC4A1, CA1
## HBA1, SLC25A37, EPB42, MYL4, HBA2, SNCA, RHAG, ANK1, HBB, GYPA
## OSBP2, HBG2, SPTB, HBQ1, FCN1, S100A9, CA2, RHCE, VCAN, HBG1
## PC_ 3
## Positive: AHSP, HBB, HBM, HBD, GYPB, ALAS2, SELENBP1, HBA1, CA1, SLC4A1
## MYL4, EPB42, HBA2, HBQ1, RHAG, ANK1, SNCA, PRDX2, GYPA, BLVRB
## OSBP2, HBG2, SPTB, RHCE, SOX6, HBG1, TSPO2, TENT5C, RBM38, DMTN
## Negative: VIM, HLA-B, LGALS1, MALAT1, B2M, SOX4, MPO, CD37, CD52, TMSB4X
## S100A4, F13A1, DUSP1, AHNAK, S100A10, NEAT1, CST3, IGLL1, IFITM1, ZFP36
## MZB1, CALR, MTRNR2L12, MNDA, FOS, CD79B, CD79A, KLF2, MS4A3, CFD
## PC_ 4
## Positive: MPO, MS4A3, AZU1, CALR, SOX4, ELANE, IGLL1, FOS, CPA3, FOSB
## TUBA1B, SRGN, CFD, IL5RA, PRTN3, CST7, MT2A, IFITM1, MS4A4E, LGALS1
## CST3, VIM, MS4A2, CEBPD, FTL, RNASE2, S100A4, GNLY, CTSW, PRF1
## Negative: NIBAN3, SPIB, IGHM, MS4A1, BLNK, IGKC, JCHAIN, FCRLA, CD79A, TCL1A
## FCER2, VPREB3, IGHD, TNFRSF17, IRF4, FCRL1, LTB, DERL3, FCMR, LINC02397
## RUBCNL, GPR183, IGHA1, KLHL14, IGLC1, CD79B, IRF8, FCRL5, BACH2, ARHGAP24
## PC_ 5
## Positive: HSP90B1, CALR, MS4A3, TUBA1B, CPA3, AZU1, HMGB2, MKI67, UBE2C, DERL3
## TOP2A, JCHAIN, TXNDC5, RRM2, CENPF, FCER1A, ASPM, HIST1H3B, LMO4, ELANE
## HIST1H1B, TNFRSF17, SRGN, PRTN3, MS4A2, SEC11C, FOSB, IL5RA, RNASE2, IGKC
## Negative: LTB, CD52, F13A1, CD79A, LST1, CD24, NEAT1, KCNK12, CD37, CD79B
## CD9, KLF2, BTG2, MNDA, TNF, S100A4, IFI30, IGHD, NEIL1, NT5E
## TYROBP, ABCA9, MALAT1, AHNAK, HBA2, LILRB2, IFIT1B, DNTT, IFITM1, HBA1
ElbowPlot(seuR, 50)
seuR<- FindNeighbors(seuR, dims = 1:30) %>% FindClusters() %>% RunUMAP(dims = 1:30)
## Computing nearest neighbor graph
## Computing SNN
## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
##
## Number of nodes: 41742
## Number of edges: 1409152
##
## Running Louvain algorithm...
## Maximum modularity in 10 random starts: 0.8846
## Number of communities: 27
## Elapsed time: 9 seconds
## Warning: The default method for RunUMAP has changed from calling Python UMAP via reticulate to the R-native UWOT using the cosine metric
## To use Python UMAP via reticulate, set umap.method to 'umap-learn' and metric to 'correlation'
## This message will be shown once per session
## 22:50:45 UMAP embedding parameters a = 0.9922 b = 1.112
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
## 22:50:45 Read 41742 rows and found 30 numeric columns
## 22:50:45 Using Annoy for neighbor search, n_neighbors = 30
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
## 22:50:45 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 22:50:48 Writing NN index file to temp file /var/folders/bs/c21jznv97xv0cqtbkz8qb6yw0000gr/T//Rtmp97zWay/file13ba7278abaa2
## 22:50:48 Searching Annoy index using 1 thread, search_k = 3000
## 22:50:57 Annoy recall = 100%
## 22:50:57 Commencing smooth kNN distance calibration using 1 thread with target n_neighbors = 30
## 22:50:58 Initializing from normalized Laplacian + noise (using RSpectra)
## 22:50:59 Commencing optimization for 200 epochs, with 1850594 positive edges
## 22:51:14 Optimization finished
DimPlot(seuR, group.by = "celltype", cols = as.character(pals::polychrome(20))[c(1,3:16,2)], alpha = 0.1)+ggtitle("scrubletR")
pycounts<-t(rbind(py_E_obs_norm, py_Esimnorm))
rownames(pycounts)<-rownames(seuP)[py$gene_filter]
colnames(pycounts)<-1:dim(pycounts)[2]
seuPy<-CreateSeuratObject(pycounts, meta.data = data.frame(celltype=c(as.character(seuP$celltype), rep("pseudodoublet", length(seuP$celltype)*2)), row.names = colnames(pycounts)))
seuPy <-NormalizeData(seuPy) %>% FindVariableFeatures(nfeatures = 1000) %>% ScaleData() %>% RunPCA(npcs = 50)
## Normalizing layer: counts
## Finding variable features for layer counts
## Centering and scaling data matrix
## PC_ 1
## Positive: FCN2, PGLYRP4, S100A12, SERPINA6, SLC35A4, S100A9, XRCC4, CCDC146, AC211433.1, AC079630.1
## XK, HAS1, AC020656.2, U62317.2, AHDC1, ATF7IP, PTTG1IP, SCN2B, AC005632.3, DTX4
## AL353147.1, CATIP-AS1, LILRB2, CLEC1A, UNC5A, CEBPB, RPS9, INAFM1, STAT6, AL009050.1
## Negative: AC004687.3, HFE, AL512380.2, AP000345.1, APEX2, AC003102.1, AL391069.2, GYPE, HBA2, HBB
## CCNDBP1, AC026471.2, HBM, HBZ, LMBR1L, AL499604.1, AC002558.2, AC093866.1, OR11L1, RUNDC3A
## AC011773.2, C6orf141, DUSP18, VPS11, HBA1, AC093890.2, SLC23A1, NKX6-3, BGLT3, HBG1
## PC_ 2
## Positive: AC034238.2, PALD1, AL136018.1, AC115676.1, MMP25, AC132872.1, SFTPB, AL136984.1, AC092535.2, CDC34
## AC015849.1, CLDND2, LINC01891, MPZL2, AC022075.1, PAXX, GZMH, FAM167B, AC016074.1, TBKBP1
## FGFBP1, C1orf137, AL022314.1, CDC42EP5, AC022916.1, EFEMP2, CCL3, AC092821.3, AL035661.1, LINC02098
## Negative: AC004862.1, AC010271.1, FCN2, AC026471.2, HBZ, AC104561.3, HBB, PGLYRP4, GYPE, APEX2
## AC003102.1, AL391069.2, XRCC4, AC011773.2, AC020656.2, CCNDBP1, SLC35A4, AC002558.2, S100A12, SERPINA6
## HBA2, S100A9, HBM, CST9, AC093866.1, C6orf141, NKX6-3, HAS1, AC093890.2, AF111167.1
## PC_ 3
## Positive: AP000769.6, PDXP, AL512380.2, AC011450.1, AC004687.3, TLR8, UBXN11, NRN1, S100A5, AC022217.3
## AC136475.2, AP003064.2, AL450992.3, FRMD8, AP000345.1, MED29, CST9, AC106719.1, SLC23A1, AF111167.1
## OR6N2, GH1, RPS19, AC020911.2, AL157402.1, OOSP2, ELANE, AL645929.2, TNF, AC012555.1
## Negative: AC026471.2, HBZ, AC104389.2, HBB, GYPE, APEX2, AL391069.2, AC003102.1, HBA2, AC011773.2
## CCNDBP1, AC002558.2, HBM, C6orf141, HBA1, NKX6-3, AC093866.1, AC093890.2, AC010271.1, JUNB
## HBG1, DUSP18, PLEKHG3, TMEM50A, BGLT3, LINC02682, OARD1, AL157902.1, FGF17, CADM3-AS1
## PC_ 4
## Positive: POLD1, AC010618.2, ZNF518A, AC009570.2, MS4A5, IGHD, RPIA, AL451067.1, TCL1B, TRAPPC5
## NPIPB2, ZNF70, RPS19, DUSP22, FCRL2, SMARCB1, CLLU1, IGHG3, LINC00563, IGHGP
## GPR18, IL24, IGLJ1, TNF, AC108021.1, AC025887.1, AC018695.8, AP000942.2, LILRA5, AC040963.1
## Negative: AC004687.3, OOSP2, AL512380.2, PLPPR3, AF111167.1, S100A5, PDXP, AL035661.1, AC136475.2, AP000345.1
## PRTN3, ERCC1, AC092979.1, KIF1BP, ELANE, SFTPB, PALD1, CNTN4-AS1, LMBR1L, CST9
## UGT2B7, AC015849.1, EFEMP2, AC034238.2, MT3, MS4A4A, AL136018.1, AC022217.3, CLDND2, AC024451.4
## PC_ 5
## Positive: TNF, UBXN11, RPS19, NRN1, LINC02532, LTB, MSH2, FRMD8, AC011450.1, GH1
## AC005845.1, IGHG3, PIK3R2, AC020911.2, LINC01136, OR6N2, ABCA9-AS1, AC068338.3, LILRB5, IL24
## AP003064.2, AL136181.1, S100A5, HBM, HCST, IFIT3, AC136475.2, HBA2, AL157402.1, APEX2
## Negative: AC012555.1, AC092979.1, OOSP2, ACKR1, LINC02801, LMBR1L, MS4A3, PLPPR3, AC097534.1, CNTN4-AS1
## AC080112.1, AL390236.1, DNTTIP1, AC116616.1, AC104794.2, BMP6, PTPN14, SLC27A2, F13B, FAM162B
## PRTN3, KIF1BP, HIST1H4B, ERCC1, MS4A4A, SMARCB1, HIST1H2AL, AL136985.3, AC009570.2, AZU1
ElbowPlot(seuPy, 50)
seuPy<- FindNeighbors(seuPy, dims = 1:40) %>% FindClusters() %>% RunUMAP(dims = 1:40)
## Computing nearest neighbor graph
## Computing SNN
## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
##
## Number of nodes: 41742
## Number of edges: 1477580
##
## Running Louvain algorithm...
## Maximum modularity in 10 random starts: 0.8791
## Number of communities: 25
## Elapsed time: 9 seconds
## 22:51:49 UMAP embedding parameters a = 0.9922 b = 1.112
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
## 22:51:49 Read 41742 rows and found 40 numeric columns
## 22:51:49 Using Annoy for neighbor search, n_neighbors = 30
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
## 22:51:49 Building Annoy index with metric = cosine, n_trees = 50
## 0% 10 20 30 40 50 60 70 80 90 100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 22:51:51 Writing NN index file to temp file /var/folders/bs/c21jznv97xv0cqtbkz8qb6yw0000gr/T//Rtmp97zWay/file13ba74e2f5f6
## 22:51:51 Searching Annoy index using 1 thread, search_k = 3000
## 22:52:00 Annoy recall = 100%
## 22:52:00 Commencing smooth kNN distance calibration using 1 thread with target n_neighbors = 30
## 22:52:01 Initializing from normalized Laplacian + noise (using RSpectra)
## 22:52:02 Commencing optimization for 200 epochs, with 1882600 positive edges
## 22:52:17 Optimization finished
DimPlot(seuPy, group.by = "celltype", cols = as.character(pals::polychrome(20))[c(1,3:16,2)], alpha = 0.1)+ggtitle("Scrublet (python)")
The default scrublet pathway then performs a z-scaling procedure across the data
scrub_preZ._E_obs_norm.shape
## (13914, 2477)
gene_means = scrub._E_obs_norm.mean(0)
gene_stdevs = np.sqrt(scr.sparse_var(scrub._E_obs_norm))
py_zscored = scr.sparse_multiply((scrub._E_obs_norm - gene_means).T, 1/gene_stdevs).T
####Step 1 calculate gene mean and stdev - look pretty similar
gene_mean = as.numeric(colMeans(scr$E_obs_norm)) #######changed to column - IS CORRECT
gene_stdev = as.numeric(sqrt(scrubletR:::sparse_var(scr$E_obs_norm, axis = 2)))
# print_py(gene_mean)
# print_py(gene_stdev)
# print_py(py$gene_means[1,])
# print_py(py$gene_stdevs)
ggplot(data.frame(mean=log(c(gene_mean, py$gene_means[1,])), stdev=log(c(gene_stdev, py$gene_stdevs)), impl=c(rep("R", length(gene_mean)), rep("Py", length(py$gene_means)))), aes(x=mean, fill=impl))+geom_density()
ggplot(data.frame(mean=log(c(gene_mean, py$gene_means[1,])), stdev=log(c(gene_stdev, py$gene_stdevs)), impl=c(rep("R", length(gene_mean)), rep("Py", length(py$gene_means)))), aes(x=stdev, fill=impl))+geom_density()
#(same as py)
####Step 2 subtract gene means
preZ_Eobs_norm = scrub_preZ._E_obs_norm
step2 = preZ_Eobs_norm - preZ_Eobs_norm.mean(0) # this step is easy in python
Here’s what you get in R with similarly structured code
step2 = scr$E_obs_norm - colMeans(scr$E_obs_norm) # this doesn't work as intended in R
colnames(step2)<-NULL
step2[1:10,1:10]
## 10 x 10 Matrix of class "dgeMatrix"
## [,1] [,2] [,3] [,4] [,5]
## [1,] -1.0294501 -1.2815507 -6.4029111 -3.3582206 -2.5414889
## [2,] -0.1149148 -2.7254183 -47.6427631 98.4509273 -202.0442150
## [3,] -0.5069102 -26.1563220 -7.0442071 -4.8296559 -158.6784346
## [4,] -47.4869206 -4.9858189 -0.4297543 -57.3229486 -0.5091509
## [5,] -2.7516240 -483.2102680 -76.2160384 -7.5710177 -3.4020053
## [6,] -2.8772205 -6.8049528 -12.9709248 -0.4681139 -0.4705826
## [7,] -28.4278954 -292.2953822 -0.4011992 -2117.7123348 -0.5806434
## [8,] -0.4037443 -2.1122108 -0.3693642 -19.3384333 -0.5864083
## [9,] -1.5197192 -0.5371283 -0.5010018 -27.5754728 -1.9881826
## [10,] -0.7596383 -1.8024743 -34.4138321 -0.3174581 -45.4030655
## [,6] [,7] [,8] [,9] [,10]
## [1,] -0.66006144 -3.7521545 -3.5579435 -168.4110083 -12.7967736
## [2,] -0.51114543 -15.4614631 -68.8341475 -161.6263527 -2.8791465
## [3,] -1.48972359 -430.6828817 -9.0642243 -8.6457439 -171.5477283
## [4,] -0.52020704 -0.5181809 -335.3768468 -32.3952104 -1.3697266
## [5,] -0.17273834 -0.6467012 -4.0768245 -99.6551555 -19.9285008
## [6,] -125.70835424 -2.4425953 -259.9421287 -9.7549442 -0.3627671
## [7,] -0.09408157 -10.9057669 -15.1845578 -0.7617508 -156.7997910
## [8,] -8.04110572 -41.6719108 -0.5136189 -17.0759625 -0.2073675
## [9,] -0.95256054 417.9444652 -39.4990708 -0.4441260 -1.8115952
## [10,] -206.12649988 128.0461667 -9.9702641 -224.8581777 -5.8393548
py$step2[1:10,1:10]
## [,1] [,2] [,3] [,4] [,5] [,6] [,7]
## [1,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [2,] -1.02945 -0.1149148 -0.5069102 52.62320 -2.751624 -2.87722 -28.4279
## [3,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [4,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [5,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [6,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [7,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [8,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [9,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 389.8072
## [10,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 115.0030
## [,8] [,9] [,10]
## [1,] -0.4037443 -1.519719 -0.7596383
## [2,] -0.4037443 -1.519719 -0.7596383
## [3,] -0.4037443 -1.519719 -0.7596383
## [4,] -0.4037443 -1.519719 -0.7596383
## [5,] -0.4037443 -1.519719 -0.7596383
## [6,] -0.4037443 -1.519719 -0.7596383
## [7,] -0.4037443 -1.519719 -0.7596383
## [8,] -0.4037443 -1.519719 -0.7596383
## [9,] -0.4037443 -1.519719 -0.7596383
## [10,] -0.4037443 -1.519719 -0.7596383
sm<-matrix(rep(colMeans(scr$E_obs_norm), each = dim(scr$E_obs_norm)[1]), nrow=dim(scr$E_obs_norm)[1])
step2 = scr$E_obs_norm - sm
colnames(step2)<-NULL
step2[1:10,1:10]
## 10 x 10 Matrix of class "dgeMatrix"
## [,1] [,2] [,3] [,4] [,5] [,6] [,7]
## [1,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [2,] -1.02945 -0.1149148 -0.5069102 52.62320 -2.751624 -2.87722 -28.4279
## [3,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [4,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [5,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [6,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [7,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [8,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [9,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 389.8072
## [10,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 115.0030
## [,8] [,9] [,10]
## [1,] -0.4037443 -1.519719 -0.7596383
## [2,] -0.4037443 -1.519719 -0.7596383
## [3,] -0.4037443 -1.519719 -0.7596383
## [4,] -0.4037443 -1.519719 -0.7596383
## [5,] -0.4037443 -1.519719 -0.7596383
## [6,] -0.4037443 -1.519719 -0.7596383
## [7,] -0.4037443 -1.519719 -0.7596383
## [8,] -0.4037443 -1.519719 -0.7596383
## [9,] -0.4037443 -1.519719 -0.7596383
## [10,] -0.4037443 -1.519719 -0.7596383
py$step2[1:10,1:10]
## [,1] [,2] [,3] [,4] [,5] [,6] [,7]
## [1,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [2,] -1.02945 -0.1149148 -0.5069102 52.62320 -2.751624 -2.87722 -28.4279
## [3,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [4,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [5,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [6,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [7,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [8,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 -28.4279
## [9,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 389.8072
## [10,] -1.02945 -0.1149148 -0.5069102 -47.48692 -2.751624 -2.87722 115.0030
## [,8] [,9] [,10]
## [1,] -0.4037443 -1.519719 -0.7596383
## [2,] -0.4037443 -1.519719 -0.7596383
## [3,] -0.4037443 -1.519719 -0.7596383
## [4,] -0.4037443 -1.519719 -0.7596383
## [5,] -0.4037443 -1.519719 -0.7596383
## [6,] -0.4037443 -1.519719 -0.7596383
## [7,] -0.4037443 -1.519719 -0.7596383
## [8,] -0.4037443 -1.519719 -0.7596383
## [9,] -0.4037443 -1.519719 -0.7596383
## [10,] -0.4037443 -1.519719 -0.7596383
Looks good
step3 = scr.sparse_multiply((step2).T, 1/gene_stdevs).T
scr.pipeline_zscore(scrub)
step3<-t(scrubletR:::sparse_multiply(t(step2), 1 / gene_stdev))
step3[1:10,1:10]
## 10 x 10 Matrix of class "dgeMatrix"
## [,1] [,2] [,3] [,4] [,5] [,6]
## [1,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [2,] -0.0501001 -0.01529958 -0.03374151 0.3859579 -0.07549728 -0.07793504
## [3,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [4,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [5,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [6,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [7,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [8,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [9,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [10,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [,7] [,8] [,9] [,10]
## [1,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [2,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [3,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [4,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [5,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [6,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [7,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [8,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [9,] 3.5854137 -0.03381616 -0.07002316 -0.04718872
## [10,] 1.0577878 -0.03381616 -0.07002316 -0.04718872
py$step3[1:10,1:10]
## [,1] [,2] [,3] [,4] [,5] [,6]
## [1,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [2,] -0.0501001 -0.01529958 -0.03374151 0.3859579 -0.07549728 -0.07793504
## [3,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [4,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [5,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [6,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [7,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [8,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [9,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [10,] -0.0501001 -0.01529958 -0.03374151 -0.3482865 -0.07549728 -0.07793504
## [,7] [,8] [,9] [,10]
## [1,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [2,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [3,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [4,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [5,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [6,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [7,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [8,] -0.2614774 -0.03381616 -0.07002316 -0.04718872
## [9,] 3.5854137 -0.03381616 -0.07002316 -0.04718872
## [10,] 1.0577878 -0.03381616 -0.07002316 -0.04718872
scr$pipeline_zscore()
import scipy
from sklearn.decomposition import PCA
X_obs = scrub._E_obs_norm
X_sim = scrub._E_sim_norm
pca = PCA(n_components=n_prin_comps, random_state=random_state, svd_solver=svd_solver).fit(X_obs)
scrub.set_manifold(pca.transform(X_obs), pca.transform(X_sim))
pto = pca.transform(X_obs)
pts = pca.transform(X_sim)
X_obs <- as.matrix(scr$E_obs_norm)
X_sim <- as.matrix(scr$E_sim_norm)
pca <- prcomp_irlba(X_obs, n = n_prin_comps, center = TRUE, scale. = FALSE)
scr$set_manifold(predict(pca, X_obs)[, 1:n_prin_comps], predict(pca, X_sim)[, 1:n_prin_comps])
# abs(predict(pca, X_obs)[, 1:n_prin_comps][1:10,1:10])
# abs(py$pto[1:10,1:10])
ix<-sample(1:nrow(X_obs), 2000)
ggplot(data.frame(py = abs(py$pto[ix,1]), R = abs(predict(pca, X_obs)[ix,1])), aes(x=R, y=py))+geom_point()+theme_bw()+ggtitle("Correlation of R and Python PC values")
# d$impl<-c(rep("Py", length(ix)), rep("R", length(ix)))
# d<-reshape::melt(d)
# ggplot(d, aes(x=impl, y))
scr$pipeline_pca()
scr$calculate_doublet_scores()
scr$call_doublets()
## Warning: failed to automatically identify doublet score threshold. Run `call_doublets` with a user-specified threshold.
## Detected doublet rate =0%
## Estimated detectable doublet fraction =0%
## Overall doublet rate:
## Expected =10%
## Estimated =NaN%
scr$doublet_scores_obs_
## [1] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [19] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [25] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [31] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [37] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [43] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [49] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [55] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [61] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [67] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [73] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [79] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [85] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [91] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [97] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [103] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [109] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [115] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [121] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [127] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [133] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [139] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [145] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [151] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [157] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [163] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [169] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [175] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [181] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [187] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [193] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [199] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [205] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [211] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [217] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [223] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [229] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [235] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [241] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [247] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [253] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [259] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [265] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [271] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [277] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [283] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [289] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [295] 0.509356879 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [301] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [307] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [313] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [319] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [325] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [331] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [337] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [343] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [349] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [355] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [361] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [367] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [373] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [379] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [385] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [391] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [397] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [403] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [409] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [415] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [421] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [427] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [433] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [439] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [445] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [451] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [457] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [463] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [469] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [475] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [481] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [487] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [493] 0.008696728 0.008696728 0.008696728 0.035345222 0.008696728 0.008696728
## [499] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [505] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [511] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [517] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [523] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [529] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [535] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [541] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [547] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [553] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [559] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [565] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [571] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [577] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [583] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [589] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [595] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [601] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [607] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [613] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [619] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [625] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [631] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [637] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [643] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [649] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [655] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [661] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [667] 0.008696728 0.008696728 0.008696728 0.008696728 0.017485523 0.008696728
## [673] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [679] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [685] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [691] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [697] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [703] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [709] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [715] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [721] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [727] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [733] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [739] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [745] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [751] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [757] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [763] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [769] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [775] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [781] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [787] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [793] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [799] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [805] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [811] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [817] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [823] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [829] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [835] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [841] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [847] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [853] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [859] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [865] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.320172626
## [871] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [877] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [883] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [889] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [895] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [901] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [907] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [913] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [919] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [925] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [931] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [937] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [943] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [949] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [955] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [961] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [967] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [973] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [979] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [985] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [991] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [997] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1003] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1009] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1015] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1021] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1027] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1033] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1039] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1045] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1051] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1057] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1063] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1069] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1075] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1081] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1087] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1093] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1099] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1105] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1111] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1117] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1123] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1129] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1135] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1141] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1147] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1153] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1159] 0.008696728 0.008696728 0.008696728 0.283863183 0.008696728 0.008696728
## [1165] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1171] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1177] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1183] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1189] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1195] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1201] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1207] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1213] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1219] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1225] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1231] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1237] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1243] 0.008696728 0.100980951 0.008696728 0.008696728 0.008696728 0.008696728
## [1249] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1255] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1261] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1267] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1273] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1279] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1285] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1291] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1297] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1303] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1309] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1315] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1321] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1327] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1333] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1339] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1345] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1351] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1357] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.193269327
## [1363] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1369] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1375] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1381] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1387] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1393] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1399] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1405] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1411] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1417] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1423] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1429] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1435] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1441] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1447] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1453] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1459] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1465] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1471] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1477] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1483] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1489] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1495] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1501] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1507] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1513] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1519] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1525] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1531] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1537] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1543] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1549] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1555] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1561] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1567] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1573] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1579] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1585] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1591] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1597] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1603] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1609] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1615] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1621] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1627] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1633] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1639] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1645] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1651] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1657] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1663] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1669] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1675] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1681] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1687] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1693] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1699] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1705] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1711] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1717] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1723] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1729] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1735] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1741] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1747] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1753] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1759] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1765] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1771] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1777] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1783] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1789] 0.437761921 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1795] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1801] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1807] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1813] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1819] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1825] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1831] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1837] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1843] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1849] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1855] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1861] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1867] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1873] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1879] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1885] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1891] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1897] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1903] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1909] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1915] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1921] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1927] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1933] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1939] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1945] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1951] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1957] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1963] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1969] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1975] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1981] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1987] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1993] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [1999] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2005] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2011] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2017] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2023] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2029] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2035] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2041] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2047] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2053] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2059] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2065] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2071] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2077] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2083] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2089] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2095] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2101] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2107] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2113] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2119] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2125] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2131] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2137] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2143] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2149] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2155] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2161] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2167] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2173] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2179] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2185] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2191] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2197] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2203] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2209] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2215] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2221] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2227] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2233] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2239] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2245] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2251] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2257] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2263] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2269] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2275] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2281] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2287] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2293] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2299] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2305] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2311] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2317] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2323] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2329] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2335] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2341] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2347] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2353] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2359] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2365] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2371] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2377] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2383] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2389] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2395] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2401] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2407] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2413] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2419] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2425] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2431] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2437] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2443] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2449] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2455] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2461] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2467] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2473] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2479] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2485] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2491] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2497] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2503] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2509] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2515] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2521] 0.008696728 0.008696728 0.008696728 0.008696728 0.651404494 0.008696728
## [2527] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2533] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2539] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2545] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2551] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2557] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2563] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2569] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2575] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2581] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2587] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2593] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2599] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2605] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2611] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2617] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2623] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2629] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2635] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2641] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2647] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2653] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2659] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2665] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2671] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2677] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2683] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2689] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2695] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2701] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2707] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2713] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2719] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2725] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2731] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2737] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2743] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2749] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2755] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2761] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2767] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2773] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2779] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2785] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2791] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2797] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2803] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2809] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2815] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2821] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2827] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2833] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2839] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2845] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2851] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2857] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2863] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2869] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2875] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2881] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2887] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2893] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2899] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2905] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2911] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2917] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2923] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2929] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2935] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2941] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2947] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2953] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2959] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2965] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2971] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2977] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2983] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2989] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [2995] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3001] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3007] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3013] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3019] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3025] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3031] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3037] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3043] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3049] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3055] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3061] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3067] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3073] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3079] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3085] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3091] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3097] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3103] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3109] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3115] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3121] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3127] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3133] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3139] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3145] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3151] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3157] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3163] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3169] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3175] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3181] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3187] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3193] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3199] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3205] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3211] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3217] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3223] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3229] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3235] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3241] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3247] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3253] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3259] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3265] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3271] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3277] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3283] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3289] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3295] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3301] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3307] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3313] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3319] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3325] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3331] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3337] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3343] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3349] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3355] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3361] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3367] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3373] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3379] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3385] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3391] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3397] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3403] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3409] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3415] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3421] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3427] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3433] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3439] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3445] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3451] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3457] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3463] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3469] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3475] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3481] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3487] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3493] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3499] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3505] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3511] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3517] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3523] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3529] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3535] 0.008696728 0.008696728 0.081712474 0.008696728 0.008696728 0.008696728
## [3541] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3547] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3553] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3559] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3565] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3571] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3577] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3583] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3589] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3595] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3601] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3607] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3613] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3619] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3625] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3631] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3637] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3643] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3649] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3655] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3661] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3667] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3673] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3679] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3685] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3691] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3697] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3703] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3709] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3715] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3721] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3727] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3733] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3739] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3745] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3751] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3757] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3763] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3769] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3775] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3781] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3787] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3793] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3799] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3805] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3811] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3817] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3823] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3829] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3835] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3841] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3847] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3853] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3859] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3865] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3871] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3877] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3883] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3889] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3895] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3901] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3907] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3913] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3919] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3925] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3931] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3937] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3943] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3949] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3955] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3961] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3967] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3973] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3979] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3985] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3991] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [3997] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4003] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4009] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4015] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4021] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4027] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4033] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4039] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4045] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4051] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4057] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4063] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4069] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4075] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4081] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4087] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4093] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4099] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4105] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4111] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4117] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4123] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4129] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4135] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4141] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4147] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4153] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4159] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4165] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4171] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4177] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4183] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4189] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4195] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4201] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4207] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4213] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4219] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4225] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4231] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4237] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4243] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4249] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4255] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4261] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4267] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4273] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4279] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4285] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4291] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4297] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4303] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4309] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4315] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4321] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4327] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4333] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4339] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4345] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4351] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4357] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4363] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4369] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4375] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4381] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4387] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4393] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4399] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4405] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4411] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4417] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4423] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4429] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4435] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4441] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4447] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4453] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4459] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4465] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4471] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4477] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4483] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4489] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4495] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4501] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4507] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4513] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4519] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4525] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4531] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4537] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4543] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4549] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4555] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4561] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4567] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4573] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4579] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4585] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4591] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4597] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4603] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4609] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4615] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4621] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4627] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4633] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4639] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4645] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4651] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4657] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4663] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4669] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4675] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4681] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4687] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4693] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4699] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4705] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4711] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4717] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4723] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4729] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4735] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4741] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4747] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4753] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4759] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4765] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4771] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4777] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4783] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4789] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4795] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4801] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4807] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4813] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4819] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4825] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4831] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4837] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4843] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4849] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4855] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4861] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4867] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4873] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4879] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4885] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4891] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4897] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4903] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4909] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4915] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4921] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4927] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4933] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4939] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4945] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4951] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4957] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4963] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4969] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4975] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4981] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4987] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4993] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [4999] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5005] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5011] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5017] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5023] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5029] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5035] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5041] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5047] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5053] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5059] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5065] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5071] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5077] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5083] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5089] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5095] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5101] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5107] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5113] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5119] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5125] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5131] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5137] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5143] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5149] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5155] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5161] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5167] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5173] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5179] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5185] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5191] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5197] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5203] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5209] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5215] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5221] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5227] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5233] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5239] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5245] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5251] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5257] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5263] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5269] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5275] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5281] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5287] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5293] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5299] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5305] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5311] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5317] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5323] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5329] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5335] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5341] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5347] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5353] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5359] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5365] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5371] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5377] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5383] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5389] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5395] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5401] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5407] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5413] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5419] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5425] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5431] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5437] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5443] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5449] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5455] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5461] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5467] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5473] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5479] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5485] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5491] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5497] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5503] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5509] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5515] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5521] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5527] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5533] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5539] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5545] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5551] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5557] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5563] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5569] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5575] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5581] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5587] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5593] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5599] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5605] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5611] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5617] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5623] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5629] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5635] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5641] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5647] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5653] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5659] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5665] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5671] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5677] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5683] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5689] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5695] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5701] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5707] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5713] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5719] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5725] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5731] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5737] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5743] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5749] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5755] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5761] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5767] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5773] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5779] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5785] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5791] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5797] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5803] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5809] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5815] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5821] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5827] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5833] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5839] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5845] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5851] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5857] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5863] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5869] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5875] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5881] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5887] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5893] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5899] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5905] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5911] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5917] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5923] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5929] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5935] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5941] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5947] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5953] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5959] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5965] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5971] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5977] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5983] 0.008696728 0.008696728 0.026367854 0.008696728 0.008696728 0.008696728
## [5989] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [5995] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6001] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6007] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6013] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6019] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6025] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6031] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6037] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6043] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6049] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6055] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6061] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6067] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6073] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6079] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6085] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6091] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6097] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6103] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6109] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6115] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6121] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6127] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6133] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6139] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6145] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6151] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6157] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6163] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6169] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6175] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6181] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6187] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6193] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6199] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6205] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6211] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6217] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6223] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6229] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6235] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6241] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6247] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6253] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6259] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6265] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6271] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6277] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6283] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6289] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6295] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6301] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6307] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6313] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6319] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6325] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6331] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6337] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6343] 0.053591237 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6349] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6355] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6361] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6367] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6373] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6379] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6385] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6391] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6397] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6403] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6409] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6415] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6421] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6427] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6433] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6439] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6445] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6451] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6457] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6463] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6469] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6475] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6481] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6487] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6493] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6499] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6505] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6511] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6517] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6523] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6529] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6535] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6541] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6547] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6553] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6559] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6565] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6571] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6577] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6583] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6589] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6595] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6601] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6607] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6613] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6619] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6625] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6631] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6637] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6643] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6649] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6655] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6661] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6667] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6673] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6679] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6685] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6691] 0.008696728 0.008696728 0.008696728 0.130700483 0.008696728 0.008696728
## [6697] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6703] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6709] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6715] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6721] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6727] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6733] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6739] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6745] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6751] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6757] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6763] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6769] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6775] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6781] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6787] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6793] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6799] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6805] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6811] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6817] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6823] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6829] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6835] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6841] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6847] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.062863051
## [6853] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6859] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6865] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6871] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6877] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6883] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6889] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6895] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6901] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6907] 0.008696728 0.008696728 0.008696728 0.332580402 0.008696728 0.008696728
## [6913] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6919] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6925] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6931] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6937] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6943] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6949] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6955] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6961] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6967] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6973] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6979] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6985] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6991] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [6997] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7003] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7009] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7015] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7021] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7027] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7033] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7039] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7045] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7051] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7057] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7063] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7069] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7075] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7081] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7087] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7093] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7099] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7105] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7111] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7117] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7123] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7129] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7135] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7141] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7147] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7153] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7159] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7165] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7171] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7177] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7183] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7189] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7195] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7201] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7207] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7213] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7219] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7225] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7231] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7237] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7243] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7249] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7255] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7261] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7267] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7273] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7279] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7285] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7291] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7297] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7303] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7309] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7315] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7321] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7327] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7333] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7339] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7345] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7351] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7357] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7363] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7369] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7375] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7381] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7387] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7393] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7399] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.193269327
## [7405] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7411] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7417] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7423] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7429] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7435] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7441] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7447] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7453] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7459] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7465] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7471] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7477] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7483] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7489] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7495] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7501] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7507] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7513] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7519] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7525] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.081712474
## [7531] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7537] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7543] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7549] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7555] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7561] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7567] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7573] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7579] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7585] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7591] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7597] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7603] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7609] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7615] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7621] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7627] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7633] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7639] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7645] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7651] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7657] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7663] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7669] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7675] 0.008696728 0.008696728 0.008696728 0.008696728 0.017485523 0.008696728
## [7681] 0.008696728 0.008696728 0.072236240 0.008696728 0.008696728 0.008696728
## [7687] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7693] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7699] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7705] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7711] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7717] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7723] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7729] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7735] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7741] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7747] 0.008696728 0.008696728 0.008696728 0.248866739 0.008696728 0.008696728
## [7753] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7759] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7765] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7771] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7777] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7783] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7789] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7795] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7801] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7807] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7813] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7819] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7825] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7831] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7837] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7843] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7849] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7855] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7861] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7867] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7873] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7879] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7885] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7891] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7897] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7903] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7909] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7915] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7921] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7927] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7933] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7939] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7945] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7951] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7957] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7963] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7969] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7975] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7981] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7987] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7993] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [7999] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8005] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8011] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8017] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8023] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8029] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8035] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8041] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8047] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8053] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8059] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8065] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8071] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8077] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8083] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8089] 0.008696728 0.008696728 0.008696728 0.008696728 0.437761921 0.008696728
## [8095] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8101] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8107] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8113] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8119] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8125] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8131] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8137] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8143] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8149] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8155] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8161] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8167] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8173] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8179] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8185] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8191] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8197] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8203] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8209] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8215] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8221] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8227] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8233] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8239] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8245] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8251] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8257] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8263] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8269] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8275] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8281] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8287] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8293] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8299] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8305] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8311] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8317] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8323] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8329] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8335] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8341] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8347] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8353] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8359] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8365] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8371] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8377] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8383] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8389] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8395] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8401] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8407] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8413] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8419] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8425] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8431] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8437] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8443] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8449] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8455] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8461] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8467] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8473] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8479] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8485] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8491] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8497] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8503] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8509] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8515] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8521] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8527] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8533] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8539] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8545] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8551] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8557] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8563] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8569] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8575] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8581] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8587] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8593] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8599] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8605] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8611] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8617] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8623] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8629] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8635] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8641] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8647] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8653] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8659] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8665] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8671] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8677] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8683] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8689] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8695] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8701] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8707] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8713] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8719] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8725] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8731] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8737] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8743] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8749] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8755] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8761] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8767] 0.008696728 0.008696728 0.008696728 0.072236240 0.008696728 0.008696728
## [8773] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8779] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8785] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8791] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8797] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8803] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8809] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8815] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8821] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8827] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8833] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8839] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8845] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8851] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8857] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8863] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8869] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8875] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8881] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8887] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8893] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8899] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8905] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8911] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8917] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8923] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8929] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8935] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8941] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8947] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8953] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8959] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8965] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8971] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8977] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8983] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8989] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [8995] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9001] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9007] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9013] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9019] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9025] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9031] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9037] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9043] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9049] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9055] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9061] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9067] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9073] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9079] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9085] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9091] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9097] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9103] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9109] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9115] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9121] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9127] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9133] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9139] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9145] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9151] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9157] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9163] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9169] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9175] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9181] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9187] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9193] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9199] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9205] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9211] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9217] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9223] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9229] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9235] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9241] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9247] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9253] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9259] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9265] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9271] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9277] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9283] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9289] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9295] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9301] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9307] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9313] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9319] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9325] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9331] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9337] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9343] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9349] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9355] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9361] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9367] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9373] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.072236240
## [9379] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9385] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9391] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9397] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9403] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9409] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9415] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.091293462
## [9421] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9427] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9433] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9439] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9445] 0.008696728 0.509356879 0.008696728 0.008696728 0.008696728 0.008696728
## [9451] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9457] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9463] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9469] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9475] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9481] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9487] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9493] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9499] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9505] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9511] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9517] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9523] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9529] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9535] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9541] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9547] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9553] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.451698877
## [9559] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9565] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9571] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9577] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9583] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9589] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9595] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9601] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9607] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9613] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9619] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9625] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9631] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9637] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9643] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9649] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9655] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9661] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9667] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9673] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9679] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9685] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9691] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9697] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9703] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9709] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9715] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9721] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9727] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9733] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9739] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9745] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9751] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9757] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9763] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9769] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9775] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9781] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9787] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9793] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9799] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9805] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9811] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9817] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9823] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9829] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9835] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9841] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9847] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9853] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9859] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9865] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9871] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9877] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9883] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9889] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9895] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9901] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9907] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9913] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9919] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9925] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9931] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9937] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9943] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9949] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9955] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9961] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9967] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9973] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9979] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9985] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9991] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [9997] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10003] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10009] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10015] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10021] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10027] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10033] 0.008696728 0.008696728 0.008696728 0.008696728 0.634705955 0.008696728
## [10039] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10045] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10051] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10057] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10063] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10069] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10075] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10081] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10087] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10093] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10099] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10105] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10111] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10117] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10123] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10129] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10135] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10141] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10147] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10153] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10159] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10165] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10171] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10177] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10183] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10189] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10195] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10201] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10207] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10213] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10219] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10225] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10231] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10237] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10243] 0.008696728 0.008696728 0.008696728 0.008696728 0.215113337 0.008696728
## [10249] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10255] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10261] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10267] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10273] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10279] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10285] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10291] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10297] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10303] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10309] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10315] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10321] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10327] 0.008696728 0.140832240 0.008696728 0.008696728 0.008696728 0.008696728
## [10333] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10339] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10345] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10351] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10357] 0.008696728 0.017485523 0.008696728 0.008696728 0.008696728 0.008696728
## [10363] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10369] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10375] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10381] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10387] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10393] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10399] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10405] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10411] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10417] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10423] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10429] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10435] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10441] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10447] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10453] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10459] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10465] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10471] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10477] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10483] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10489] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10495] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10501] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10507] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10513] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10519] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10525] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10531] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10537] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10543] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10549] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10555] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10561] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10567] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10573] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10579] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10585] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10591] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10597] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10603] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10609] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10615] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10621] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10627] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10633] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10639] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10645] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10651] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10657] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10663] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10669] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10675] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10681] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10687] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10693] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10699] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10705] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10711] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10717] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10723] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10729] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10735] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10741] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10747] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10753] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10759] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10765] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10771] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10777] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10783] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10789] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10795] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10801] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10807] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10813] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10819] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10825] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10831] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10837] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10843] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10849] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10855] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10861] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10867] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10873] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10879] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10885] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10891] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10897] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10903] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10909] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10915] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10921] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10927] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10933] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10939] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10945] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10951] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10957] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10963] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10969] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10975] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10981] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10987] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10993] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [10999] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11005] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11011] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11017] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11023] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11029] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11035] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11041] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11047] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11053] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11059] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11065] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11071] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11077] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11083] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11089] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11095] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11101] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11107] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11113] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11119] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11125] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11131] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11137] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11143] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11149] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11155] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11161] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11167] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11173] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11179] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11185] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11191] 0.008696728 0.035345222 0.008696728 0.008696728 0.008696728 0.008696728
## [11197] 0.008696728 0.008696728 0.072236240 0.008696728 0.008696728 0.008696728
## [11203] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11209] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11215] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11221] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11227] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11233] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11239] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11245] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11251] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11257] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11263] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11269] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11275] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11281] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11287] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11293] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11299] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11305] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11311] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11317] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11323] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11329] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11335] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11341] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11347] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11353] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11359] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11365] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11371] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11377] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11383] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11389] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11395] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11401] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11407] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11413] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11419] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11425] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11431] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11437] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11443] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11449] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11455] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11461] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11467] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11473] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11479] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11485] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11491] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11497] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11503] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11509] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11515] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11521] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11527] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11533] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11539] 0.008696728 0.053591237 0.008696728 0.008696728 0.008696728 0.008696728
## [11545] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11551] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11557] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11563] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11569] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11575] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11581] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11587] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11593] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11599] 0.182537907 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11605] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11611] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11617] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11623] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11629] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11635] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11641] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11647] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11653] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11659] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11665] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11671] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11677] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11683] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11689] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11695] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11701] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11707] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11713] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11719] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11725] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11731] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11737] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11743] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11749] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11755] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11761] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11767] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11773] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11779] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11785] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11791] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11797] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11803] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11809] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11815] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11821] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11827] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11833] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11839] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11845] 0.008696728 0.008696728 0.008696728 0.072236240 0.008696728 0.008696728
## [11851] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11857] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11863] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11869] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11875] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11881] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11887] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11893] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11899] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11905] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11911] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11917] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11923] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11929] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11935] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11941] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11947] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11953] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11959] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11965] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11971] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11977] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11983] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11989] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [11995] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12001] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12007] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12013] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12019] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12025] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12031] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.204127056
## [12037] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12043] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12049] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12055] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12061] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12067] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12073] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12079] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12085] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12091] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12097] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12103] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12109] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12115] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12121] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12127] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12133] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12139] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12145] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12151] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12157] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12163] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12169] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12175] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12181] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12187] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12193] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12199] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12205] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12211] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12217] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12223] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12229] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12235] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12241] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12247] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12253] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12259] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12265] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12271] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12277] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12283] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12289] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12295] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12301] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12307] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12313] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12319] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12325] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12331] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12337] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12343] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12349] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12355] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12361] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12367] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12373] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12379] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12385] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12391] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12397] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12403] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12409] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12415] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12421] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12427] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12433] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12439] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12445] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12451] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12457] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12463] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12469] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12475] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12481] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12487] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12493] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12499] 0.008696728 0.008696728 0.053591237 0.008696728 0.008696728 0.008696728
## [12505] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12511] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12517] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12523] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12529] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12535] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12541] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12547] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12553] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12559] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12565] 0.008696728 0.008696728 0.091293462 0.008696728 0.008696728 0.008696728
## [12571] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12577] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12583] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12589] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12595] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12601] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12607] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12613] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12619] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12625] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12631] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12637] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12643] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12649] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12655] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12661] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12667] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12673] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12679] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12685] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12691] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12697] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12703] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12709] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12715] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12721] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12727] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12733] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12739] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12745] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12751] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12757] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12763] 0.008696728 0.008696728 0.008696728 0.053591237 0.008696728 0.008696728
## [12769] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12775] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12781] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12787] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12793] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12799] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12805] 0.934752892 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12811] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12817] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12823] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12829] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12835] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12841] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12847] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12853] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12859] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12865] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12871] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12877] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12883] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12889] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12895] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12901] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12907] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12913] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12919] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12925] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12931] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12937] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12943] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12949] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12955] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12961] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12967] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12973] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12979] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12985] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12991] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [12997] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13003] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13009] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13015] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13021] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13027] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13033] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13039] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13045] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13051] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13057] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13063] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13069] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13075] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13081] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13087] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13093] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13099] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13105] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13111] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13117] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13123] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13129] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13135] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13141] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13147] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13153] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13159] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13165] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13171] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13177] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13183] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13189] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13195] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13201] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13207] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13213] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13219] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13225] 0.008696728 0.008696728 0.008696728 0.008696728 0.120682615 0.008696728
## [13231] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13237] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13243] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13249] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13255] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13261] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13267] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13273] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13279] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13285] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13291] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13297] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13303] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13309] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13315] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13321] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13327] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13333] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13339] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13345] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13351] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13357] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13363] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13369] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13375] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13381] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13387] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13393] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13399] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13405] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13411] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13417] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13423] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13429] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13435] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13441] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13447] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13453] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13459] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13465] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13471] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13477] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13483] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13489] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13495] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13501] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13507] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13513] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13519] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13525] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13531] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13537] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13543] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13549] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13555] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13561] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13567] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13573] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13579] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13585] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13591] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13597] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13603] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13609] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13615] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13621] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13627] 0.008696728 0.100980951 0.008696728 0.008696728 0.008696728 0.008696728
## [13633] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13639] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13645] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13651] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13657] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13663] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13669] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13675] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13681] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13687] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13693] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13699] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13705] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13711] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13717] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13723] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13729] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13735] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13741] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13747] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13753] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13759] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13765] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13771] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13777] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13783] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13789] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13795] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13801] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13807] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13813] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13819] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13825] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13831] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13837] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13843] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13849] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13855] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13861] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13867] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13873] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13879] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13885] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13891] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13897] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13903] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
## [13909] 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728 0.008696728
scr.pipeline_pca(scrub)
scrub.calculate_doublet_scores(
use_approx_neighbors=use_approx_neighbors,
distance_metric=distance_metric,
get_doublet_neighbor_parents=get_doublet_neighbor_parents
)
## array([0.05098494, 0.08314607, 0.06166561, ..., 0.09076559, 0.11131059,
## 0.20963173])
scrub.call_doublets(verbose=verbose)
## Automatically set threshold at doublet score = 0.68
## Detected doublet rate = 0.0%
## Estimated detectable doublet fraction = 14.2%
## Overall doublet rate:
## Expected = 10.0%
## Estimated = 0.3%
## array([False, False, False, ..., False, False, False])
final_doublet = scrub.doublet_scores_obs_
Interesting that the tumor shows less correlation across the two implementations than other celltypes
ggplot(data.frame(py = log(py$final_doublet), R = log(scr$doublet_scores_obs_), celltype = seuP$celltype), aes(x=R, y=py, color = celltype))+geom_point(size = 0.3)+theme_bw()+ggtitle("Correlation of R and Python doublet scores (log transformed)")+scale_color_manual(values = as.character(pals::polychrome()))
ggplot(data.frame(py = log(py$final_doublet), R = log(scr$doublet_scores_obs_), genotype = seuP$geno), aes(x=R, y=py, color = genotype))+geom_point(size = 0.3, alpha = 0.3)+theme_bw()+ggtitle("Correlation of R and Python doublet scores (log transformed)")
sessionInfo()
## R version 4.3.1 (2023-06-16)
## Platform: aarch64-apple-darwin20 (64-bit)
## Running under: macOS Ventura 13.5.2
##
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRlapack.dylib; LAPACK version 3.11.0
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## time zone: America/Los_Angeles
## tzcode source: internal
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] magrittr_2.0.3 scCustomize_2.0.1 Seurat_5.0.1 SeuratObject_5.0.1
## [5] sp_2.1-2 viewmastRust_0.1.4 scrubletR_0.1.0 ggplot2_3.4.4
## [9] irlba_2.3.5.1 RcppAnnoy_0.0.21 R6_2.5.1 Matrix_1.6-4
## [13] reticulate_1.34.0
##
## loaded via a namespace (and not attached):
## [1] matrixStats_1.1.0 spatstat.sparse_3.0-3
## [3] bitops_1.0-7 lubridate_1.9.3
## [5] httr_1.4.7 RColorBrewer_1.1-3
## [7] doParallel_1.0.17 tools_4.3.1
## [9] sctransform_0.4.1 backports_1.4.1
## [11] utf8_1.2.4 lazyeval_0.2.2
## [13] uwot_0.1.16 GetoptLong_1.0.5
## [15] withr_2.5.2 gridExtra_2.3
## [17] progressr_0.14.0 cli_3.6.1
## [19] Biobase_2.60.0 spatstat.explore_3.2-5
## [21] fastDummies_1.7.3 labeling_0.4.3
## [23] prismatic_1.1.1 sass_0.4.8
## [25] spatstat.data_3.0-3 ggridges_0.5.4
## [27] pbapply_1.7-2 foreign_0.8-86
## [29] dichromat_2.0-0.1 parallelly_1.36.0
## [31] maps_3.4.1.1 pals_1.8
## [33] rstudioapi_0.15.0 generics_0.1.3
## [35] shape_1.4.6 ica_1.0-3
## [37] spatstat.random_3.2-2 dplyr_1.1.4
## [39] ggbeeswarm_0.7.2 fansi_1.0.6
## [41] S4Vectors_0.38.2 abind_1.4-5
## [43] terra_1.7-55 lifecycle_1.0.4
## [45] yaml_2.3.7 snakecase_0.11.1
## [47] SummarizedExperiment_1.30.2 recipes_1.0.8
## [49] Rtsne_0.17 paletteer_1.5.0
## [51] grid_4.3.1 promises_1.2.1
## [53] crayon_1.5.2 miniUI_0.1.1.1
## [55] lattice_0.22-5 cowplot_1.1.1
## [57] mapproj_1.2.11 pillar_1.9.0
## [59] knitr_1.45 ComplexHeatmap_2.16.0
## [61] GenomicRanges_1.52.1 rjson_0.2.21
## [63] boot_1.3-28.1 future.apply_1.11.0
## [65] codetools_0.2-19 leiden_0.4.3.1
## [67] glue_1.6.2 MatrixExtra_0.1.14
## [69] data.table_1.14.10 float_0.3-1
## [71] vctrs_0.6.5 png_0.1-8
## [73] spam_2.10-0 gtable_0.3.4
## [75] rematch2_2.1.2 assertthat_0.2.1
## [77] cachem_1.0.8 gower_1.0.1
## [79] xfun_0.41 S4Arrays_1.0.6
## [81] mime_0.12 prodlim_2023.08.28
## [83] survival_3.5-7 timeDate_4022.108
## [85] SingleCellExperiment_1.22.0 iterators_1.0.14
## [87] pbmcapply_1.5.1 hardhat_1.3.0
## [89] lava_1.7.3 ellipsis_0.3.2
## [91] fitdistrplus_1.1-11 ROCR_1.0-11
## [93] ipred_0.9-14 nlme_3.1-164
## [95] GenomeInfoDb_1.36.4 bslib_0.6.1
## [97] vipor_0.4.5 KernSmooth_2.23-22
## [99] rpart_4.1.23 colorspace_2.1-0
## [101] BiocGenerics_0.46.0 Hmisc_5.1-1
## [103] nnet_7.3-19 ggrastr_1.0.2
## [105] tidyselect_1.2.0 compiler_4.3.1
## [107] htmlTable_2.4.2 DelayedArray_0.26.7
## [109] plotly_4.10.3 checkmate_2.3.1
## [111] scales_1.3.0 lmtest_0.9-40
## [113] stringr_1.5.1 digest_0.6.33
## [115] goftest_1.2-3 spatstat.utils_3.0-4
## [117] minqa_1.2.6 rmarkdown_2.25
## [119] XVector_0.40.0 RhpcBLASctl_0.23-42
## [121] htmltools_0.5.7 pkgconfig_2.0.3
## [123] base64enc_0.1-3 lme4_1.1-35.1
## [125] sparseMatrixStats_1.12.2 MatrixGenerics_1.12.3
## [127] highr_0.10 fastmap_1.1.1
## [129] rlang_1.1.2 GlobalOptions_0.1.2
## [131] htmlwidgets_1.6.4 shiny_1.8.0
## [133] DelayedMatrixStats_1.22.6 farver_2.1.1
## [135] jquerylib_0.1.4 zoo_1.8-12
## [137] jsonlite_1.8.8 ModelMetrics_1.2.2.2
## [139] RCurl_1.98-1.13 Formula_1.2-5
## [141] GenomeInfoDbData_1.2.10 dotCall64_1.1-1
## [143] patchwork_1.1.3 munsell_0.5.0
## [145] Rcpp_1.0.11 stringi_1.8.2
## [147] pROC_1.18.5 zlibbioc_1.46.0
## [149] MASS_7.3-60 plyr_1.8.9
## [151] parallel_4.3.1 listenv_0.9.0
## [153] ggrepel_0.9.4 forcats_1.0.0
## [155] deldir_2.0-2 splines_4.3.1
## [157] tensor_1.5 circlize_0.4.15
## [159] igraph_1.5.1 spatstat.geom_3.2-7
## [161] RcppHNSW_0.5.0 reshape2_1.4.4
## [163] stats4_4.3.1 evaluate_0.23
## [165] ggprism_1.0.4 nloptr_2.0.3
## [167] foreach_1.5.2 httpuv_1.6.13
## [169] RANN_2.6.1 tidyr_1.3.0
## [171] purrr_1.0.2 polyclip_1.10-6
## [173] future_1.33.0 clue_0.3-65
## [175] scattermore_1.2 janitor_2.2.0
## [177] xtable_1.8-4 monocle3_1.3.4
## [179] RSpectra_0.16-1 later_1.3.2
## [181] viridisLite_0.4.2 class_7.3-22
## [183] tibble_3.2.1 beeswarm_0.4.0
## [185] IRanges_2.34.1 cluster_2.1.6
## [187] timechange_0.2.0 globals_0.16.2
## [189] caret_6.0-94
getwd()
## [1] "/Users/sfurlan/develop/scrubletR/articles"